We have provided an overview of the various analytical tools and techniques of linear system theory that is used in power system control. These have been demonstrated in an example power system where these tools are applied. This was an attempt to provide a better understanding of these tools from the view point of power system engineers. Recently defined terms and definitions of stability, performance and robustness have been described. The requirements and specifications in power system control design have also been discussed.